{"id":"W4397289089","doi":"10.22541/au.171612591.15732614/v1","title":"Cancer and One Health: tumor-bearing individuals can act as super spreaders of symbionts in communities","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Bacteriophages and microbial interactions","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Ciliate; Biology; Ecosystem; Spillover effect; Ecology; Cancer; Evolutionary biology; Genetics; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006973008,0.0004341682,0.0005754952,0.0005905202,0.0008340652,0.001170824,0.0003609147,0.0008803995,0.00243343],"category_scores_gemma":[0.001438654,0.0001935347,0.0003889502,0.0002887121,0.001733232,0.001587282,0.002254955,0.0008876214,0.0002599573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004803407,"about_ca_system_score_gemma":0.0005956815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001105103,"about_ca_topic_score_gemma":0.001300501,"domain_scores_codex":[0.9994387,0.0001500043,0.00001360652,0.0001925205,0.0000790082,0.0001261804],"domain_scores_gemma":[0.9985789,0.0003389959,0.0003714904,0.0001629394,0.00008729883,0.0004603966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001087225,0.000342289,0.2649442,0.00156946,0.0003787742,0.003118888,0.005661474,0.004178859,0.5698553,0.04957245,0.001267803,0.09802318],"study_design_scores_gemma":[0.0001542374,0.00435312,0.6074428,0.0004899882,0.0006822556,0.01194673,0.01793171,0.03323986,0.1411871,0.1315084,0.05074337,0.0003204248],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9731876,0.003290981,0.01480174,0.001453621,0.0000672107,0.00002798042,0.00008883072,0.00006407616,0.00701794],"genre_scores_gemma":[0.9955688,0.0004552728,0.00266775,0.0001782683,0.00001937904,0.000008607678,0.00002905377,0.000006348272,0.001066586],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00243343,"threshold_uncertainty_score":0.008140624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03773693878764067,"score_gpt":0.3024059205487869,"score_spread":0.2646689817611462,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}